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Exploring protein-based films and coatings for active food packaging applications: A comprehensive review

2025· review· en· W4412459160 on OpenAlexaff
Muhammad Zubair, Sohail Anjum Shahzad, Zahid Rauf, Ajaz Hussain, Mutamed Ayyash, Aman Ullah

Bibliographic record

VenueInternational Journal of Biological Macromolecules · 2025
Typereview
Languageen
FieldMaterials Science
TopicNanocomposite Films for Food Packaging
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsActive packagingFood packagingGelatinMaterials scienceNanotechnologyBiochemical engineeringFood spoilageEnvironmentally friendlyProcess engineeringChemistryFood scienceEngineeringOrganic chemistry

Abstract

fetched live from OpenAlex

Proteins-based films and coatings offer an environmentally friendly and sustainable alternative to conventional petroleum-based materials for food packaging applications. These protein-based materials can be extracted from renewable sources, both plant and animal, including soy proteins, whey proteins, corn zein, collagen, and gelatin. As biodegradable and functional food packaging solutions, protein-based films and coatings meet the growing demand for eco-conscious packaging options. These materials boast several benefits, such as effective water and gas barrier properties and the ability to incorporate active ingredients like antimicrobials, oxygen and ethylene scavengers, and antioxidants. These features contribute to extending food shelf life and reducing spoilage. However, protein-based films and coatings face challenges, including sensitivity to moisture and brittleness. These issues can be mitigated through the use of plasticizers, crosslinkers, and nanoparticles. Functionalization of protein-based materials allows them to respond to environmental factors such as pH, temperature, moisture, and gas release, enabling real-time quality monitoring of packaged food. Recent advancements in fabrication techniques have led to improvements in the physicochemical properties of these materials, including enhanced mechanical and barrier characteristics, as well as increased scalability. This review provides an overview of recent research on food packaging applications using plant and animal-derived films and coatings. It examines various characteristics of protein-based films and coatings, as well as the different methods used to process them. The review also explores the life cycle assessment of bio-based materials. The review concludes by addressing current challenges and prospects associated with protein-based materials.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.937
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.131
GPT teacher head0.360
Teacher spread0.229 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designOther design
Domainnot available
GenreReview

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations24
Published2025
Admission routes1
Has abstractyes

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